%    rankR1MP = crossvalR1MP(X_tr, Y_tr, X_val, Y_val);
%    rankLEML = crossvalLEML(X_tr,Y_tr, X_val, Y_val);

%    [out1.top1,out1.top3,out1.obj,out1.objTs,out1.time,out1.k] = R1MP_f( X_tr, Y_tr, X_ts, Y_ts,200);
   [out2.top1,out2.top3,out2.obj,out2.objTs, out2.time,out2.iter]  = LEML( X_tr, Y_tr, X_ts, Y_ts,32,20);
    
   %  [out3.top1,out3.top3,out3.obj,out3.time] = BR( Y_tr, X_tr, X_ts, Y_ts );


   
   %%% the max rank set for power method is 100
   %%%%scene  [3,6]  k = L;
   %%%emotions  [6 , ]k= L;
   %%%bibtex [ 150 , ] k = 0.4L
   %%%corel5k [ , ] k = 0.4L;
   %%%delicious [ , ]
   %%% eurlex [ , ]